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researcher

Siyuan Lin

3 papers hereh-index 473 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedLane Departure Prediction Based on Closed-Loop Vehicle Dynamics

5 citations · 6 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2024★ 1 cited

MapLocNet: Coarse-to-Fine Feature Registration for Visual Re-Localization in Navigation Maps

Hang Wu, Zhenghao Zhang, Siyuan Lin +4

Robust localization is the cornerstone of autonomous driving, especially in challenging urban environments where GPS signals suffer from multipath errors. Traditional localization…

cs.CV2024

BLOS-BEV: Navigation Map Enhanced Lane Segmentation Network, Beyond Line of Sight

Hang Wu, Zhenghao Zhang, Siyuan Lin +5

Bird's-eye-view (BEV) representation is crucial for the perception function in autonomous driving tasks. It is difficult to balance the accuracy, efficiency and range of BEV repres…

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